A Statistical Analysis on The Effects of a Nation’s Individual Network Usage on A Business’s Capacity for Innovation

In this paper, we aimed to look at a Nations Individual Network usage and its effects on a business’s capacity for innovation. We do so through the utilization of data from 2016 World Economic Forum (WEF) Networked Readiness Index report. In order to best determine the effects of a Nations Individual Network usage on a business’s capacity for innovation, we create the most suitable supervised Machine Learning model through stepwise regression. We did so with the use of the numerous variables in the 6th pillar of the Network Readiness report, which reflect a nations individual network usage, against the Capacity for innovation Index found in the 7th pillar of the Network Readiness Index. Of the 6 initial prior variables in the 6th Pillar reflecting Individual Network Usage, stepwise regression outputs a best fit and an appropriate model that contains predictors “Use of virtual social networks”, “Rate of Mobile broadband subscriptions” and “Rate of Mobile phone subscriptions” as significant factors in predicting a Business’s Capacity for innovation. The results are utilized to make policy-proposals to both governments and businesses with the aim of improving a nations Business’s Capacity for Innovation

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Work Title A Statistical Analysis on The Effects of a Nation’s Individual Network Usage on A Business’s Capacity for Innovation
Subtitle The Effects of a Nation’s Individual ICT Network Usage on a Business’s Capacity for Innovation – Data Evidence from WEF NRI
Access
Open Access
Creators
  1. Charles Alba
Keyword
  1. Network Readiness
  2. ICT policy
  3. Enterprise
  4. Innovation Capacity
  5. Individual Network Usage
  6. Public Policy
  7. ICT networks
License Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
Work Type Article
Publisher
  1. International Journal of Social Sciences and Management
Publication Date July 27, 2020
Publisher Identifier (DOI)
  1. https://orcid.org/0000-0001-7711-360X
Related URLs
Source
  1. https://www.nepjol.info/index.php/IJSSM/article/view/29765
Deposited July 27, 2020

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  • Added Creator Charles Alba
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